As global aid budgets shrink and crises escalate, impact organizations face unprecedented pressure to achieve more with fewer resources. Monitoring & Evaluation (M&E) has long been the foundation of evidence-based decision-making, but many organizations struggle to translate evaluation findings into actionable insights. Meanwhile, rapid advancements in Artificial Intelligence (AI) and Machine Learning (ML) are transform transforming industries—yet M&E remains slow to embrace these innovations.

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